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Olga Perski

@OlgaPerski

Marie Skłodowska-Curie Postdoctoral Research Fellow @UCSanDiego & @TampereUniSOC; digital health, open science, complex systems & tobacco/alcohol research.
San Diego, CA olgaperski.com Joined September 2014
1.4K Following 1.3K Followers 1K Posts

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Olga Perski @OlgaPerski
👀 Our scoping review of formal modelling to develop/refine psychological theory is now published in @healthpsychrev

tandfonline.com/doi/full/10.10…

🌟 @_ambercopeland @DanielERivera19 @ehekler @NHankonen et al
www.tandfonline.com The iterative development and refinement of health psychology theories through formal, dynamical... This scoping review aimed to synthesise methodological steps taken by researchers in the development of formal, dynamical systems models of health psychology theories. We searched MEDLINE, PsycINFO...
Olga Perski @OlgaPerski Jan 2, 2024
New year 🎉means new pre-print! Our scoping review aimed to provide an overview of formal, dynamical systems models of health psychology theories unfolding at the within-person level: osf.io/preprints/osf/… @_ambercopeland @NHankonen @ehekler @GuillChevance
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Olga Perski @OlgaPerski
Extending findings from 👇 - we trained and tested supervised machine learning algorithms to predict 🚬 lapses from Ecological Momentary Assessments and smartwatch data and considered implications for JITAI development: osf.io/preprints/osf/… @UCL_TARG @David_Simons_UK @ehekler
📢Now published in @NTR_Journal - we used routinely collected data from a popular app to train and test nomothetic and idiographic supervised machine learning algorithms (e.g., Random Forest, XGBoost) to distinguish 🚬 lapse from non-lapse events: doi.org/10.1093/ntr/nt…
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